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* Test push * Vision AutoML * Vision AutoML updates + Translate AutoML * Translate README fixes * Fixing Kokoro failure issue * Language AutoML * Vision AutoML * Translate AutoML files added * Triggering tests * Triggering tests
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# AutoML Sample | ||
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<a href="https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/java-docs-samples&page=editor&open_in_editor=vision/beta/cloud-client/README.md"> | ||
<img alt="Open in Cloud Shell" src ="http://gstatic.com/cloudssh/images/open-btn.png"></a> | ||
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[Google Cloud Natural Language API][language] provides feature detection for images. | ||
This API is part of the larger collection of Cloud Machine Learning APIs. | ||
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This sample Java application demonstrates how to access the Cloud Natural Language AutoML API | ||
using the [Google Cloud Client Library for Java][google-cloud-java]. | ||
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[language]: https://cloud.google.com/language/docs/ | ||
[google-cloud-java]: https://github.com/GoogleCloudPlatform/google-cloud-java | ||
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## Set the environment variables | ||
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PROJECT_ID = [Id of the project] | ||
REGION_NAME = [Region name] | ||
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## Build the sample | ||
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Install [Maven](http://maven.apache.org/). | ||
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Build your project with: | ||
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``` | ||
mvn clean package | ||
``` | ||
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### Dataset API | ||
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#### Create a new dataset | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="create_dataset test_dataset" | ||
``` | ||
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#### List datasets | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="list_datasets" | ||
``` | ||
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#### Get dataset | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="get_dataset [dataset-id]" | ||
``` | ||
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#### Import data | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="import_data gs://java-docs-samples-testing/happiness.csv" | ||
``` | ||
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### Model API | ||
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#### Create Model | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="create_model test_model" | ||
``` | ||
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#### List Models | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="list_models" | ||
``` | ||
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#### Get Model | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="get_model [model-id]" | ||
``` | ||
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#### List Model Evaluations | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="list_model_evaluation [model-id]" | ||
``` | ||
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#### Get Model Evaluation | ||
``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="get_model_evaluation [model-id] [model-evaluation-id]" | ||
``` | ||
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#### Delete Model | ||
``` | ||
mvn exec:java-Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="delete_model [model-id]" | ||
``` | ||
### Predict API | ||
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``` | ||
mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.PredictApi" -Dexec.args="predict [model-id] ./resources/input.txt" | ||
``` | ||
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<!-- | ||
Copyright 2018 Google LLC. | ||
Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
http://www.apache.org/licenses/LICENSE-2.0 | ||
Unless required by applicable law or agreed to in writing, software | ||
distributed under the License is distributed on an "AS IS" BASIS, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. | ||
--> | ||
<project> | ||
<modelVersion>4.0.0</modelVersion> | ||
<groupId>com.example.vision</groupId> | ||
<artifactId>language-automl</artifactId> | ||
<packaging>jar</packaging> | ||
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<!-- | ||
The parent pom defines common style checks and testing strategies for our samples. | ||
Removing or replacing it should not affect the execution of the samples in anyway. | ||
--> | ||
<parent> | ||
<groupId>com.google.cloud.samples</groupId> | ||
<artifactId>shared-configuration</artifactId> | ||
<version>1.0.9</version> | ||
</parent> | ||
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<properties> | ||
<maven.compiler.target>1.8</maven.compiler.target> | ||
<maven.compiler.source>1.8</maven.compiler.source> | ||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | ||
</properties> | ||
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<dependencies> | ||
<!-- [START dependencies] --> | ||
<dependency> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>google-cloud-automl</artifactId> | ||
<version>0.55.1-beta</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>net.sourceforge.argparse4j</groupId> | ||
<artifactId>argparse4j</artifactId> | ||
<version>0.8.1</version> | ||
</dependency> | ||
<!-- [END dependencies] --> | ||
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<!-- Test dependencies --> | ||
<dependency> | ||
<groupId>junit</groupId> | ||
<artifactId>junit</artifactId> | ||
<version>4.12</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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<dependency> | ||
<groupId>com.google.truth</groupId> | ||
<artifactId>truth</artifactId> | ||
<version>0.41</version> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
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<profiles> | ||
<profile> | ||
<id>DatasetApi</id> | ||
<activation> | ||
<property> | ||
<name>DatasetApi</name> | ||
</property> | ||
</activation> | ||
<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.codehaus.mojo</groupId> | ||
<artifactId>exec-maven-plugin</artifactId> | ||
<version>1.6.0</version> | ||
<executions> | ||
<execution> | ||
<goals> | ||
<goal>java</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
<configuration> | ||
<mainClass>com.google.cloud.language.samples.DatasetApi</mainClass> | ||
<cleanupDaemonThreads>false</cleanupDaemonThreads> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</profile> | ||
<profile> | ||
<id>ModelApi</id> | ||
<activation> | ||
<property> | ||
<name>ModelApi</name> | ||
</property> | ||
</activation> | ||
<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.codehaus.mojo</groupId> | ||
<artifactId>exec-maven-plugin</artifactId> | ||
<version>1.6.0</version> | ||
<executions> | ||
<execution> | ||
<goals> | ||
<goal>java</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
<configuration> | ||
<mainClass>com.google.cloud.language.samples.ModelApi</mainClass> | ||
<cleanupDaemonThreads>false</cleanupDaemonThreads> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</profile> | ||
<profile> | ||
<id>PredictApi</id> | ||
<activation> | ||
<property> | ||
<name>PredictApi</name> | ||
</property> | ||
</activation> | ||
<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.codehaus.mojo</groupId> | ||
<artifactId>exec-maven-plugin</artifactId> | ||
<version>1.6.0</version> | ||
<executions> | ||
<execution> | ||
<goals> | ||
<goal>java</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
<configuration> | ||
<mainClass>com.google.cloud.language.samples.PredictionApi</mainClass> | ||
<cleanupDaemonThreads>false</cleanupDaemonThreads> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</profile> | ||
</profiles> | ||
</project> |
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